8 citations · 16 across the 6 of their papers we have counts for
3 papers · 1 filter
MrSQM: Fast Time Series Classification with Symbolic Representations
Thach Le Nguyen, Georgiana Ifrim
Symbolic representations of time series have proven to be effective for time series classification, with many recent approaches including SAX-VSM, BOSS, WEASEL, and MrSEQL. The key…
Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations
Thach Le Nguyen, Severin Gsponer, Iulia Ilie +2
The time series classification literature has expanded rapidly over the last decade, with many new classification approaches published each year. Prior research has mostly focused…
Interpretable Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency Domains
Thach Le Nguyen, Severin Gsponer, Iulia Ilie +1
The time series classification literature has expanded rapidly over the last decade, with many new classification approaches published each year. The research focus has mostly been…